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Enterprise Reporting and Analytics

Operational reporting and analytics model

Healthcare administration (illustrative)

Illustrative sample, not a client engagement. No results are published because this scenario has no verified outcome.

Challenge

Leaders receive spreadsheet extracts that disagree. Measure definitions live in report filters, so a small change in one workbook changes the story without a review.

Solution overview

A curated reporting model defines the grain, the measures, and the filters in the warehouse. Power BI reads that model. Analysts can still explore, but published numbers come from the shared definitions.

Approach

  1. List the decisions the reports need to support.
  2. Write measure definitions with the operations owners.
  3. Model facts and dimensions at a grain the source data can sustain.
  4. Validate published figures against an agreed source sample before release.

Technologies

  • SQL
  • Power BI
  • PostgreSQL
  • SQL Server
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